Machine Learning Classifiers Evaluation for Automatic Karyogram Generation from G-Banded Metaphase Images

This work proposes the evaluation of a set of algorithms of machine learning and the selection of the most appropriate one for the classification of segmented chromosomes images acquired using the Giemsa staining technique (G-banding). The evaluation and selection of the best classification algorith...

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Bibliographic Details
Main Authors: Yahir Hernández-Mier, Marco Aurelio Nuño-Maganda, Said Polanco-Martagón, María del Refugio García-Chávez
Format: Article
Language:English
Published: MDPI AG 2020-04-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/10/8/2758